Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 117221 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.0 MiB |
| Average record size in memory | 72.0 B |
Variable types
| Numeric | 9 |
|---|
df_index is highly overall correlated with year | High correlation |
year is highly overall correlated with df_index | High correlation |
cr_num is highly overall correlated with district | High correlation |
district is highly overall correlated with cr_num | High correlation |
soil_moisture_min is highly overall correlated with soil_moisture_mean | High correlation |
soil_moisture_max is highly overall correlated with soil_moisture_mean | High correlation |
soil_moisture_mean is highly overall correlated with soil_moisture_min and 1 other fields | High correlation |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
cr_num has 3852 (3.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-04 03:00:23.991730 |
|---|---|
| Analysis finished | 2023-07-04 03:00:33.398804 |
| Duration | 9.41 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
df_index
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 117221 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58610 |
| Minimum | 0 |
|---|---|
| Maximum | 117220 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5861 |
| Q1 | 29305 |
| median | 58610 |
| Q3 | 87915 |
| 95-th percentile | 111359 |
| Maximum | 117220 |
| Range | 117220 |
| Interquartile range (IQR) | 58610 |
Descriptive statistics
| Standard deviation | 33838.932 |
|---|---|
| Coefficient of variation (CV) | 0.57735766 |
| Kurtosis | -1.2 |
| Mean | 58610 |
| Median Absolute Deviation (MAD) | 29305 |
| Skewness | 7.9260761 × 10-17 |
| Sum | 6.8703228 × 109 |
| Variance | 1.1450733 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 80166 | 1 | < 0.1% |
| 80164 | 1 | < 0.1% |
| 80163 | 1 | < 0.1% |
| 80161 | 1 | < 0.1% |
| 80160 | 1 | < 0.1% |
| 80159 | 1 | < 0.1% |
| 80158 | 1 | < 0.1% |
| 80157 | 1 | < 0.1% |
| 80156 | 1 | < 0.1% |
| Other values (117211) | 117211 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 117220 | 1 | |
| 117219 | 1 | |
| 117218 | 1 | |
| 117217 | 1 | |
| 117216 | 1 | |
| 117215 | 1 | |
| 117214 | 1 | |
| 117213 | 1 | |
| 117212 | 1 | |
| 117211 | 1 |
year
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1998.7549 |
| Minimum | 1978 |
|---|---|
| Maximum | 2017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 1978 |
|---|---|
| 5-th percentile | 1983 |
| Q1 | 1991 |
| median | 1997 |
| Q3 | 2011 |
| 95-th percentile | 2017 |
| Maximum | 2017 |
| Range | 39 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.788816 |
|---|---|
| Coefficient of variation (CV) | 0.00589808 |
| Kurtosis | -1.2228741 |
| Mean | 1998.7549 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.31329389 |
| Sum | 2.3429605 × 108 |
| Variance | 138.97619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1999 | 9823 | 8.4% |
| 1998 | 9801 | 8.4% |
| 1997 | 9510 | 8.1% |
| 2016 | 9320 | 8.0% |
| 1992 | 9143 | 7.8% |
| 2015 | 9081 | 7.7% |
| 2011 | 8845 | 7.5% |
| 2017 | 8657 | 7.4% |
| 1993 | 7075 | 6.0% |
| 1991 | 6456 | 5.5% |
| Other values (7) | 29510 |
| Value | Count | Frequency (%) |
| 1978 | 559 | 0.5% |
| 1982 | 4874 | |
| 1983 | 5226 | |
| 1984 | 4886 | |
| 1985 | 4958 | |
| 1986 | 5195 | |
| 1991 | 6456 | |
| 1992 | 9143 | |
| 1993 | 7075 | |
| 1994 | 3812 |
| Value | Count | Frequency (%) |
| 2017 | 8657 | |
| 2016 | 9320 | |
| 2015 | 9081 | |
| 2011 | 8845 | |
| 1999 | 9823 | |
| 1998 | 9801 | |
| 1997 | 9510 | |
| 1994 | 3812 | 3.3% |
| 1993 | 7075 | |
| 1992 | 9143 |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2727412 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.4542377 |
|---|---|
| Coefficient of variation (CV) | 0.33745703 |
| Kurtosis | -0.80117132 |
| Mean | 7.2727412 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.067768112 |
| Sum | 852518 |
| Variance | 6.0232826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 15140 | |
| 5 | 14861 | |
| 8 | 14810 | |
| 9 | 14788 | |
| 6 | 14540 | |
| 10 | 13561 | |
| 4 | 11745 | |
| 11 | 9000 | |
| 3 | 3779 | 3.2% |
| 12 | 3138 | 2.7% |
| Other values (2) | 1859 | 1.6% |
| Value | Count | Frequency (%) |
| 1 | 880 | 0.8% |
| 2 | 979 | 0.8% |
| 3 | 3779 | 3.2% |
| 4 | 11745 | |
| 5 | 14861 | |
| 6 | 14540 | |
| 7 | 15140 | |
| 8 | 14810 | |
| 9 | 14788 | |
| 10 | 13561 |
| Value | Count | Frequency (%) |
| 12 | 3138 | 2.7% |
| 11 | 9000 | |
| 10 | 13561 | |
| 9 | 14788 | |
| 8 | 14810 | |
| 7 | 15140 | |
| 6 | 14540 | |
| 5 | 14861 | |
| 4 | 11745 | |
| 3 | 3779 | 3.2% |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.879313 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.847425 |
|---|---|
| Coefficient of variation (CV) | 0.55716672 |
| Kurtosis | -1.2057331 |
| Mean | 15.879313 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.0094467519 |
| Sum | 1861389 |
| Variance | 78.276929 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 4060 | 3.5% |
| 26 | 4012 | 3.4% |
| 29 | 3976 | 3.4% |
| 27 | 3945 | 3.4% |
| 23 | 3916 | 3.3% |
| 16 | 3904 | 3.3% |
| 13 | 3887 | 3.3% |
| 10 | 3878 | 3.3% |
| 11 | 3878 | 3.3% |
| 12 | 3866 | 3.3% |
| Other values (21) | 77899 |
| Value | Count | Frequency (%) |
| 1 | 3851 | |
| 2 | 3720 | |
| 3 | 3834 | |
| 4 | 3820 | |
| 5 | 3833 | |
| 6 | 3739 | |
| 7 | 3785 | |
| 8 | 3745 | |
| 9 | 3689 | |
| 10 | 3878 |
| Value | Count | Frequency (%) |
| 31 | 2241 | |
| 30 | 3827 | |
| 29 | 3976 | |
| 28 | 3842 | |
| 27 | 3945 | |
| 26 | 4012 | |
| 25 | 4060 | |
| 24 | 3863 | |
| 23 | 3916 | |
| 22 | 3735 |
cr_num
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2548861 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 3852 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7631007 |
|---|---|
| Coefficient of variation (CV) | 0.52581553 |
| Kurtosis | -0.93618946 |
| Mean | 5.2548861 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.080872823 |
| Sum | 615983 |
| Variance | 7.6347254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 14465 | |
| 5 | 14370 | |
| 6 | 13997 | |
| 4 | 13702 | |
| 8 | 10932 | |
| 1 | 10832 | |
| 3 | 10643 | |
| 9 | 9065 | |
| 10 | 7695 | |
| 2 | 7668 |
| Value | Count | Frequency (%) |
| 0 | 3852 | 3.3% |
| 1 | 10832 | |
| 2 | 7668 | |
| 3 | 10643 | |
| 4 | 13702 | |
| 5 | 14370 | |
| 6 | 13997 | |
| 7 | 14465 | |
| 8 | 10932 | |
| 9 | 9065 |
| Value | Count | Frequency (%) |
| 10 | 7695 | |
| 9 | 9065 | |
| 8 | 10932 | |
| 7 | 14465 | |
| 6 | 13997 | |
| 5 | 14370 | |
| 4 | 13702 | |
| 3 | 10643 | |
| 2 | 7668 | |
| 1 | 10832 |
district
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4730.5855 |
| Minimum | 4601 |
|---|---|
| Maximum | 4870 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 4601 |
|---|---|
| 5-th percentile | 4603 |
| Q1 | 4612 |
| median | 4741 |
| Q3 | 4791 |
| 95-th percentile | 4860 |
| Maximum | 4870 |
| Range | 269 |
| Interquartile range (IQR) | 179 |
Descriptive statistics
| Standard deviation | 87.887526 |
|---|---|
| Coefficient of variation (CV) | 0.018578572 |
| Kurtosis | -1.1830538 |
| Mean | 4730.5855 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | -0.25589119 |
| Sum | 5.5452396 × 108 |
| Variance | 7724.2172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4840 | 5808 | 5.0% |
| 4870 | 3875 | 3.3% |
| 4612 | 3852 | 3.3% |
| 4860 | 3820 | 3.3% |
| 4830 | 3751 | 3.2% |
| 4820 | 3637 | 3.1% |
| 4810 | 3544 | 3.0% |
| 4850 | 3257 | 2.8% |
| 4790 | 3175 | 2.7% |
| 4740 | 2997 | 2.6% |
| Other values (29) | 79505 |
| Value | Count | Frequency (%) |
| 4601 | 2657 | |
| 4602 | 2686 | |
| 4603 | 2626 | |
| 4604 | 2464 | |
| 4605 | 2523 | |
| 4606 | 2681 | |
| 4607 | 2808 | |
| 4608 | 2674 | |
| 4609 | 2666 | |
| 4610 | 2852 |
| Value | Count | Frequency (%) |
| 4870 | 3875 | |
| 4860 | 3820 | |
| 4850 | 3257 | |
| 4840 | 5808 | |
| 4830 | 3751 | |
| 4820 | 3637 | |
| 4810 | 3544 | |
| 4791 | 2911 | |
| 4790 | 3175 | |
| 4781 | 2647 |
soil_moisture_min
Real number (ℝ)
| Distinct | 114629 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16165965 |
| Minimum | 0 |
|---|---|
| Maximum | 0.64574057 |
| Zeros | 123 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.096687213 |
| Q1 | 0.12938167 |
| median | 0.15652949 |
| Q3 | 0.18990871 |
| 95-th percentile | 0.24168602 |
| Maximum | 0.64574057 |
| Range | 0.64574057 |
| Interquartile range (IQR) | 0.060527042 |
Descriptive statistics
| Standard deviation | 0.045153557 |
|---|---|
| Coefficient of variation (CV) | 0.27931247 |
| Kurtosis | 0.98062917 |
| Mean | 0.16165965 |
| Median Absolute Deviation (MAD) | 0.029800057 |
| Skewness | 0.59812647 |
| Sum | 18949.906 |
| Variance | 0.0020388437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 123 | 0.1% |
| 0.08241999894 | 19 | < 0.1% |
| 0.1087899953 | 18 | < 0.1% |
| 0.090640001 | 17 | < 0.1% |
| 0.07685999572 | 17 | < 0.1% |
| 0.07482999563 | 15 | < 0.1% |
| 0.1005899981 | 15 | < 0.1% |
| 0.07521999627 | 14 | < 0.1% |
| 0.08415000141 | 14 | < 0.1% |
| 0.08810000122 | 13 | < 0.1% |
| Other values (114619) | 116956 |
| Value | Count | Frequency (%) |
| 0 | 123 | |
| 0.001210424467 | 1 | < 0.1% |
| 0.002227913588 | 1 | < 0.1% |
| 0.003510870039 | 1 | < 0.1% |
| 0.005049052183 | 1 | < 0.1% |
| 0.009607681073 | 1 | < 0.1% |
| 0.01146424375 | 1 | < 0.1% |
| 0.01209984161 | 1 | < 0.1% |
| 0.01422919892 | 1 | < 0.1% |
| 0.01498914883 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.6457405686 | 1 | |
| 0.5618879199 | 1 | |
| 0.5259379745 | 1 | |
| 0.5016546845 | 1 | |
| 0.4543149173 | 1 | |
| 0.452249974 | 1 | |
| 0.4516600072 | 1 | |
| 0.4365988672 | 1 | |
| 0.4365700185 | 1 | |
| 0.4353488088 | 1 |
soil_moisture_max
Real number (ℝ)
| Distinct | 115117 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2663669 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1718033 |
| Q1 | 0.22146627 |
| median | 0.26009038 |
| Q3 | 0.30534714 |
| 95-th percentile | 0.38160306 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.083880872 |
Descriptive statistics
| Standard deviation | 0.063959205 |
|---|---|
| Coefficient of variation (CV) | 0.24011694 |
| Kurtosis | 1.6882324 |
| Mean | 0.2663669 |
| Median Absolute Deviation (MAD) | 0.041546434 |
| Skewness | 0.64726641 |
| Sum | 31223.794 |
| Variance | 0.0040907799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4679999948 | 89 | 0.1% |
| 0.1673100144 | 9 | < 0.1% |
| 0.4390000105 | 9 | < 0.1% |
| 0.2333600074 | 9 | < 0.1% |
| 0.3050799966 | 8 | < 0.1% |
| 0.3491100073 | 7 | < 0.1% |
| 0.4331700206 | 7 | < 0.1% |
| 1 | 6 | < 0.1% |
| 0.452249974 | 6 | < 0.1% |
| 0.3685699701 | 6 | < 0.1% |
| Other values (115107) | 117065 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.04361159354 | 1 | |
| 0.05770999938 | 1 | |
| 0.07018999755 | 1 | |
| 0.07067909092 | 1 | |
| 0.07183000445 | 1 | |
| 0.07389040291 | 1 | |
| 0.07664000243 | 1 | |
| 0.07676000148 | 1 | |
| 0.07722999901 | 1 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 0.8029572368 | 1 | < 0.1% |
| 0.7982676029 | 1 | < 0.1% |
| 0.7946008444 | 1 | < 0.1% |
| 0.7860453129 | 1 | < 0.1% |
| 0.7845153213 | 1 | < 0.1% |
| 0.7719236016 | 1 | < 0.1% |
| 0.7685557008 | 1 | < 0.1% |
| 0.7459300756 | 1 | < 0.1% |
| 0.7408373356 | 1 | < 0.1% |
soil_moisture_mean
Real number (ℝ)
| Distinct | 117189 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20791962 |
| Minimum | 0 |
|---|---|
| Maximum | 0.64574057 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 915.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.14314213 |
| Q1 | 0.17573811 |
| median | 0.2041316 |
| Q3 | 0.2366064 |
| 95-th percentile | 0.28421264 |
| Maximum | 0.64574057 |
| Range | 0.64574057 |
| Interquartile range (IQR) | 0.060868291 |
Descriptive statistics
| Standard deviation | 0.043866671 |
|---|---|
| Coefficient of variation (CV) | 0.21097899 |
| Kurtosis | 0.37925091 |
| Mean | 0.20791962 |
| Median Absolute Deviation (MAD) | 0.030183053 |
| Skewness | 0.48451513 |
| Sum | 24372.545 |
| Variance | 0.0019242849 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2815699875 | 4 | < 0.1% |
| 0.2452364564 | 2 | < 0.1% |
| 0.1660926491 | 2 | < 0.1% |
| 0.2556999922 | 2 | < 0.1% |
| 0.1479144692 | 2 | < 0.1% |
| 0.1952497363 | 2 | < 0.1% |
| 0.1729080379 | 2 | < 0.1% |
| 0.2189272493 | 2 | < 0.1% |
| 0.2862062156 | 2 | < 0.1% |
| 0.1679622829 | 2 | < 0.1% |
| Other values (117179) | 117199 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.04361159354 | 1 | |
| 0.05770999938 | 1 | |
| 0.07018999755 | 1 | |
| 0.07067909092 | 1 | |
| 0.07183000445 | 1 | |
| 0.07389040291 | 1 | |
| 0.07664000243 | 1 | |
| 0.07676000148 | 1 | |
| 0.07722999901 | 1 |
| Value | Count | Frequency (%) |
| 0.6457405686 | 1 | |
| 0.5618879199 | 1 | |
| 0.5259379745 | 1 | |
| 0.5016546845 | 1 | |
| 0.4543149173 | 1 | |
| 0.452249974 | 1 | |
| 0.4516600072 | 1 | |
| 0.4437993914 | 1 | |
| 0.4414606132 | 1 | |
| 0.4365988672 | 1 |
| df_index | year | month | day | cr_num | district | soil_moisture_min | soil_moisture_max | soil_moisture_mean | |
|---|---|---|---|---|---|---|---|---|---|
| df_index | 1.000 | 0.998 | 0.017 | -0.002 | -0.056 | -0.060 | 0.174 | -0.034 | 0.070 |
| year | 0.998 | 1.000 | -0.048 | -0.003 | -0.054 | -0.059 | 0.190 | -0.018 | 0.090 |
| month | 0.017 | -0.048 | 1.000 | -0.106 | -0.028 | -0.024 | -0.235 | -0.238 | -0.300 |
| day | -0.002 | -0.003 | -0.106 | 1.000 | 0.000 | 0.000 | -0.005 | -0.001 | -0.003 |
| cr_num | -0.056 | -0.054 | -0.028 | 0.000 | 1.000 | 0.951 | -0.210 | -0.037 | -0.169 |
| district | -0.060 | -0.059 | -0.024 | 0.000 | 0.951 | 1.000 | -0.208 | 0.047 | -0.104 |
| soil_moisture_min | 0.174 | 0.190 | -0.235 | -0.005 | -0.210 | -0.208 | 1.000 | 0.395 | 0.767 |
| soil_moisture_max | -0.034 | -0.018 | -0.238 | -0.001 | -0.037 | 0.047 | 0.395 | 1.000 | 0.830 |
| soil_moisture_mean | 0.070 | 0.090 | -0.300 | -0.003 | -0.169 | -0.104 | 0.767 | 0.830 | 1.000 |
| df_index | year | month | day | cr_num | district | soil_moisture_min | soil_moisture_max | soil_moisture_mean | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1978 | 11 | 1 | 0 | 4612 | 0.165900 | 0.418710 | 0.237053 |
| 1 | 1 | 1978 | 11 | 1 | 5 | 4740 | 0.127140 | 0.207248 | 0.163722 |
| 2 | 2 | 1978 | 11 | 1 | 5 | 4741 | 0.153398 | 0.215304 | 0.170989 |
| 3 | 3 | 1978 | 11 | 1 | 7 | 4770 | 0.140772 | 0.186390 | 0.152211 |
| 4 | 4 | 1978 | 11 | 1 | 7 | 4771 | 0.116810 | 0.116810 | 0.116810 |
| 5 | 5 | 1978 | 11 | 1 | 7 | 4791 | 0.220273 | 0.220273 | 0.220273 |
| 6 | 6 | 1978 | 11 | 1 | 8 | 4810 | 0.101490 | 0.287831 | 0.180286 |
| 7 | 7 | 1978 | 11 | 1 | 8 | 4820 | 0.135791 | 0.281093 | 0.186174 |
| 8 | 8 | 1978 | 11 | 1 | 8 | 4830 | 0.144074 | 0.288050 | 0.193872 |
| 9 | 9 | 1978 | 11 | 1 | 9 | 4840 | 0.125757 | 0.227233 | 0.165919 |
| df_index | year | month | day | cr_num | district | soil_moisture_min | soil_moisture_max | soil_moisture_mean | |
|---|---|---|---|---|---|---|---|---|---|
| 117211 | 116816 | 2017 | 10 | 21 | 9 | 4840 | 0.203000 | 0.250636 | 0.226508 |
| 117212 | 116841 | 2017 | 10 | 22 | 9 | 4840 | 0.221813 | 0.225997 | 0.223948 |
| 117213 | 116869 | 2017 | 10 | 23 | 9 | 4840 | 0.189007 | 0.257002 | 0.215051 |
| 117214 | 116889 | 2017 | 10 | 24 | 9 | 4840 | 0.221789 | 0.262952 | 0.236139 |
| 117215 | 116911 | 2017 | 10 | 25 | 9 | 4840 | 0.196322 | 0.256364 | 0.220181 |
| 117216 | 116938 | 2017 | 10 | 26 | 9 | 4840 | 0.191339 | 0.271052 | 0.220148 |
| 117217 | 116957 | 2017 | 10 | 27 | 9 | 4840 | 0.251481 | 0.251481 | 0.251481 |
| 117218 | 116976 | 2017 | 10 | 28 | 9 | 4840 | 0.193165 | 0.267507 | 0.223290 |
| 117219 | 117003 | 2017 | 10 | 29 | 9 | 4840 | 0.191507 | 0.243024 | 0.208214 |
| 117220 | 117033 | 2017 | 11 | 1 | 9 | 4840 | 0.203048 | 0.214118 | 0.208583 |